Redseer helped a leading Indian food delivery platform identify a path to market leadership in South India

Executive Summary 

South India represents more than half of India’s total online food delivery market value, driven largely by three metro cities. Yet the client was trailing the market leader there by a wide margin. Redseer was engaged to diagnose exactly where and why the gap existed, separate genuine product and service gaps from mere brand perception and prioritize a set of action areas the client could act on.  

The engagement found a combined gap of ~41,000 daily orders across the three cities, concentrated in specific micro-markets and lower order-value use cases such as lunches and evening snacks, and traced it to five distinct problem areas. 

About the Client 

The client is a leading food delivery aggregator operating a restaurant discovery and delivery platform across India, with the South Indian market representing an outsized share of its national online food delivery opportunity. 

The Problem Statement 

The client lagged the market leader across South India’s three largest cities, but the reasons for the gap was unclear – whether it was determined by real product or service shortfalls versus outdated or inaccurate customer perception, customer segments, and use cases mattered most.  

The strategic question was: “Where exactly does the client trail the market leader in South India, and which of those gaps are worth fixing first?” 

The Approach 

We structured the engagement around four sequential workstreams: 

1. Diagnostics: Daily order volumes were compared, along with average order value, and gross merchandise value between the client and the market leader across 23 micro-markets in the three cities. This was further broken down by day-of-week and meal-slot, to pinpoint exactly where and when the gap was largest. 

2. Consumer perception study: Surveyed 900+ respondents, split evenly across the client’s core users, the client’s lapsed users, and the market leader’s core users, to understand pain points and cross-tabulate them across cohorts. 

3. Investigative analysis: Conducted qualitative interviews with customers, delivery partners, restaurant partners, and industry experts, alongside app audits, to determine which flagged issues were genuine product or service gaps versus outdated perception. 

4. Action area prioritization: Ranked the resulting issues on customer-cited importance and ease of implementation, validated with client stakeholders. 

The Outcomes 

The diagnostic surfaced five priority problem areas, ranked by customer-cited importance: 

1. Offer attractiveness: partly a legacy perception where the market leader was seen as cheaper due to historically lower delivery fees, even where pricing was now comparable, and partly a real gap where the market leader’s loyalty program carried no minimum order value, disproportionately driving order volume from price-sensitive users, and had wider bank/payment tie-ups. 

2. Supply: primarily a perception gap in two of the three cities; restaurant listings were broadly comparable, but customers perceived the market leader as having a larger and better-curated restaurant pool, driven by stronger recommendation and categorization features rather than actual restaurant availability. 

3. App experience: a real, tangible gap, most notably in search functionality (direct add-to-cart from search results, better result prioritization) and a broader perception that the client’s app felt cluttered. 

4. Brand and marketing: primarily perception, driven by the market leader’s more localized positioning and vernacular marketing content, which was seen as more attuned to South Indian cultural context. 

5. Other factors (city-specific): real gaps in delivery SLA adherence, on-field rider training, and delivery-partner issue resolution speed. 

Each issue was mapped against ease of implementation to separate near-term “quick win” fixes from longer-term structural investments. The client was given a three-part path forward: capture near-term quick wins in app experience and discounting, invest in longer-term brand localization to “blend in” as a culturally relevant player in South India. They also need to specifically address the loyalty-program and low-order-value gap driving the market leader’s advantage with younger, price-sensitive users. 

Broader Takeaways 

Beyond the specific recommendations for this client, the engagement surfaced three findings that generalize well across categories and markets: 

1. Separating perception from reality is a distinct diagnostic step, not an assumption. 

Half of the priority issues traced back not to a current product or service shortfall, but to an outdated perception, most often a legacy pricing advantage the market leader no longer actually held. Treating “what customers believe” and “what is currently true” as two separate questions, rather than assuming the two are the same, is what allowed the prioritization to be accurate rather than reactive. 

2. Loyalty program structure can matter more than loyalty program size. 

The market leader’s loyalty program represented a small share of its overall userbase, yet drove a disproportionately large share of order volume, largely because it removed the minimum order value threshold entirely. This suggests that in price-sensitive markets, the structural design of a loyalty program (particularly how it treats low-ticket, high-frequency orders) can outweigh how large or well-marketed the program is. 

3. National platforms competing in linguistically and culturally distinct regions cannot rely on translated national campaigns. 

The market leader’s advantage in South India was tied to genuinely localized positioning and vernacular marketing content, not simply a larger media budget. This points to a broader principle for any pan-India or pan-regional platform: brand positioning built for one region does not automatically transfer to another, even within the same country and even when core pricing and product functionality are comparable.